swarmvault: The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store

by swarmclawai · MCP Server · ★ 724

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Featured in: Knowledge Base & RAG

How to install swarmvault

npm install -g @swarmvaultai/cli
npm install -g @swarmvaultai/cli@latest

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 66/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-memoryai-agentsclaude-codeclaude-code-memorycodexkarpathyknowledge-graphllmllm-wikilocal-first

Quick Facts

Stars724
Forks87
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score66/100
Open Issues9
Last Updated2026-06-30
Created2026-04-06
Platformsclaude-code, codex, mcp, node
Est. Tokens~21k

About swarmvault

SwarmVault Languages: English 日本語 []() A local-first knowledge compiler for AI agents, built on the LLM Wiki pattern. Most "chat with your docs" tools answer a question and throw away the work. SwarmVault keeps a durable wiki between you and raw sources — the LLM does the bookkeeping, you do the thinking. Documentation on the website is currently English-first.

Compatible Skills

These tools work well together with swarmvault for enhanced workflows:

  • claude-obsidian — semantic(0.44)+complementary+rare_topics+similar_pop+shared_platform (59%)
  • codex-collab — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)
  • grace-marketplace — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
  • thesis-skills — semantic(0.35)+complementary+rare_topics+similar_pop+shared_platform (57%)

swarmvault alternative? Top 6 similar tools

Looking for a swarmvault alternative? If you're comparing swarmvault with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • deja-vu by vshulcz · ⭐ 1.4k

    Claude Code memory, Codex memory, Cursor memory, OpenCode memory, Gemini CLI memory, Windsurf memory & Cline m

  • memorix by AVIDS2 · ⭐ 903

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Wi

  • ctx by stevesolun · ⭐ 587

    CTX Fit finds the cheapest AI coding setup that reliably works on your repository, then applies the winner as

  • llmwiki by lucasastorian · ⭐ 1.8k

    Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and

  • llm-wiki by Pratiyush · ⭐ 397

    LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM

  • Ori-Mnemos by aayoawoyemi · ⭐ 328

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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